Opening new directions in research in both discrete event dynamic systems as well as in stochastic control, this volume focuses on a wide class of control and of optimization problems over sequences of integer numbers. This is a counterpart of convex optimization in the setting of discrete optimization. The theory developed is applied to the control of stochastic discrete-event dynamic systems. Some applications are admission, routing, service allocation and vacation control in queuing... Topics: Networks, "
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Contents: Introduction and summary 2. The phase transition that made us mammals 3. Maps and patterns of threshold-linear units 4. Validation of the lamination hypothesis 5. What do we need DG and CA1 for? 6. Infinite recursion and the origin of cognition 7. Reducing local networks to Potts units. Lecture Notes Collection FreeScience.info ID2245 Obtained from http://people.sissa.it/~ale/TrevesRoudi.pdf http://www.freescience.info/go.php?pagename=books&id=2245 Topics: Neural Networks, "
This textbook came from a frustration of its main author. Many authors chose to write a textbook because there are no textbooks in their field or because they are not satisfied with the existing textbooks. This frustration has produced several excellent textbooks in the networking community. The frustrations that motivated this book are different. When the main author started to teach networking in the late 1990s, students were already Internet users, but their usage was limited. Students were... Topic: Computer Networks